Image Retargeting Techniques Identification Using Supervised Deep Learning. - Ruba Kharsa; Rouaa Alzoubi; Mohammad A. Alsmirat; Mahmoud Al-Ayyoub (IDSTA, 2023)

Advances in Quantum Machine Learning and Deep Learning for Image Classification: A Survey. - Ruba Kharsa; Ahmed Bouridane; Abbes Amira (Neurocomputing, 2023)

Malware Family Classification with Explainable BERT (xBERT) Using API Calls. - Ruba Kharsa; Fatih Kurugollu; Ashiq Anjum; Abbes Amira; Ahmed Bouridane (BDCAT, 2024)

Context-Aware Arabic Diacritization Using Transformers. - Ruba Kharsa; Ashraf Elnagar (ICALP (1), 2024)

Supervised Deep Learning for Ideal Identification of Image Retargeting Techniques. - Mohammad A. Alsmirat; Ruba Kharsa; Rouaa Alzoubi (IEEE Access, 2024)

BERT-Based Arabic Diacritization: A state-of-the-art approach for improving text accuracy and pronunciation. - Ruba Kharsa; Ashraf Elnagar; Sane Yagi (Expert Syst. Appl., 2024)

Leveraging Association Rules in Feature Selection for Deep Learning Classification. - Ruba Kharsa; Zaher Al Aghbari (SN Comput. Sci., 2024)

Empowering Arabic diacritic restoration models with robustness, generalization, and minimal diacritization. - Ruba Kharsa; Ashraf Elnagar; Sane Yagi (Inf. Process. Manag., 2026)